Dealing with uncertainty in polymer manufacturing by using linear regresión metrics and sensitivity analysis

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dc.contributor	Universitat Politècnica de Catalunya. Departament d'Enginyeria Química
dc.contributor	Universitat Politècnica de Catalunya. CEPIMA - Center for Process and Environment Engineering
dc.contributor.author	Bojarski, Aarón David
dc.contributor.author	Puigjaner Corbella, Lluís
dc.date	2010
dc.identifier.citation	Bojarski, A.; Puigjaner, L. Dealing with uncertainty in polymer manufacturing by using linear regresión metrics and sensitivity analysis. A: European Symposium on Computer Aided Process Engineering. "19th. European Symposium on Computer Aided Process Engineering". Cracòvia: 2010, p. 725-731.
dc.identifier.citation	10.1016/S1570-7946(09)70121-X
dc.identifier.uri	http://hdl.handle.net/2117/8580
dc.language.iso	eng
dc.relation	http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B8G5G-4WKSB5W-49&_user=1517299&_coverDate=12%2F31%2F2009&_alid=1182302795&_rdoc=1&_fmt=high&_orig=search&_cdi=41850&_sort=r&_docanchor=&view=c&_ct=1&_acct=C000053450&_version=1&_urlVersion=0&_userid=1517299&md5=51d8c0f36345fa9a6dbbb37fba5ce99b
dc.rights	info:eu-repo/semantics/openAccess
dc.subject	Àrees temàtiques de la UPC::Enginyeria dels materials::Materials plàstics i polímers
dc.subject	Polymers -- Mathematical models
dc.subject	Polímers -- Models matemàtics
dc.title	Dealing with uncertainty in polymer manufacturing by using linear regresión metrics and sensitivity analysis
dc.type	info:eu-repo/semantics/publishedVersion
dc.type	info:eu-repo/semantics/conferenceObject
dc.description.abstract	In the polymers industry, models are heavily parametrizised, and the effect of each parameter on model outputs has not been extensively studied. A wide range of values for most of model’s parameters can be found in literature [1], a thorough analysis regarding the model’s sensitivity to the parameters’ values is needed to find the set of parameters that have the most impact in the output results and consequently deserve an extra effort and care during their estimation. In this work, a global sensibility analysis of a styrene emulsion polymerization reactor model is carried out in order to determine the set of critical parameters.
dc.description.abstract	Peer Reviewed

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